From 4d44d11c4f70f0534e0c227c0217bdc230bed705 Mon Sep 17 00:00:00 2001
From: finn <finn@hillengass.de>
Date: Tue, 23 Jan 2024 16:29:12 +0100
Subject: [PATCH] Add (partially) cleared domain knowledge

---
 .../cleaned_dialogue_domain_knowledge.json    | 2351 +++++++++
 ...lly_cleaned_dialogue_domain_knowledge.json | 2351 +++++++++
 ...ots_updated_dialogue_domain_knowledge.json | 4538 +++++++++++++++++
 .../updated_dialogue_domain_knowledge.json    | 4526 ++++++++++++++++
 4 files changed, 13766 insertions(+)
 create mode 100644 data/own_data/domain_knowledge/cleaned_dialogue_domain_knowledge.json
 create mode 100644 data/own_data/domain_knowledge/partially_cleaned_dialogue_domain_knowledge.json
 create mode 100644 data/own_data/domain_knowledge/slots_updated_dialogue_domain_knowledge.json
 create mode 100644 data/own_data/domain_knowledge/updated_dialogue_domain_knowledge.json

diff --git a/data/own_data/domain_knowledge/cleaned_dialogue_domain_knowledge.json b/data/own_data/domain_knowledge/cleaned_dialogue_domain_knowledge.json
new file mode 100644
index 0000000..28dce4c
--- /dev/null
+++ b/data/own_data/domain_knowledge/cleaned_dialogue_domain_knowledge.json
@@ -0,0 +1,2351 @@
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\ No newline at end of file
diff --git a/data/own_data/domain_knowledge/partially_cleaned_dialogue_domain_knowledge.json b/data/own_data/domain_knowledge/partially_cleaned_dialogue_domain_knowledge.json
new file mode 100644
index 0000000..769df87
--- /dev/null
+++ b/data/own_data/domain_knowledge/partially_cleaned_dialogue_domain_knowledge.json
@@ -0,0 +1,2351 @@
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+        ],
+        "Service Details": [
+            {
+                "Service Type": "police",
+                "Actions": [
+                    null
+                ],
+                "Preferences": {}
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/data/own_data/domain_knowledge/slots_updated_dialogue_domain_knowledge.json b/data/own_data/domain_knowledge/slots_updated_dialogue_domain_knowledge.json
new file mode 100644
index 0000000..17f3e4b
--- /dev/null
+++ b/data/own_data/domain_knowledge/slots_updated_dialogue_domain_knowledge.json
@@ -0,0 +1,4538 @@
+[
+    {
+        "Dialogue ID": "PMUL4398.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG1013.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0121.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3484.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "taxi-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG0389.json",
+        "Services Involved": [
+            "train"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01520.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3951.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0843.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL2979.json",
+        "Services Involved": [
+            "attraction",
+            "taxi",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "taxi-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "MUL1681.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
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+                    ]
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+                "Service Type": "restaurant",
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+                    "book_restaurant"
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+                    ],
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+                        "NONE",
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+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                    ],
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+                        "NONE",
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+                    ],
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+                        "NONE",
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+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
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+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "MUL0928.json",
+        "Services Involved": [
+            "attraction",
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
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+                    "NONE",
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+                    "book_restaurant"
+                ],
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+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                    ],
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+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
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+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "WOZ20645.json",
+        "Services Involved": [
+            "restaurant"
+        ],
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+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
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+                        "NONE",
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+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
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+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "NONE",
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+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG02152.json",
+        "Services Involved": [
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "NONE",
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+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL2460.json",
+        "Services Involved": [
+            "attraction",
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
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+                    "book_restaurant"
+                ],
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+                        "NONE",
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+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
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+                    "find_attraction",
+                    "NONE"
+                ],
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "MUL0358.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
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+                    "NONE",
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+                    "book_restaurant"
+                ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
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+                "Service Type": "train",
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+                    "NONE",
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+                    "book_train"
+                ],
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+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL4450.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
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+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
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+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
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+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL1251.json",
+        "Services Involved": [
+            "train",
+            "attraction"
+        ],
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+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL1842.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL4896.json",
+        "Services Involved": [
+            "attraction",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "MUL2431.json",
+        "Services Involved": [
+            "attraction",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
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+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG1375.json",
+        "Services Involved": [
+            "train"
+        ],
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+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
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+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
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+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "any string"
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+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL1031.json",
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+            "attraction"
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+                "Service Type": "train",
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+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
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+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
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+                    ],
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+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
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+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "WOZ20027.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
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+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL4827.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
+                ],
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+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
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+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
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+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
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+                        "NONE",
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+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3086.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
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+                "Service Type": "train",
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+                    "NONE",
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+                    "book_train"
+                ],
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+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
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+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
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+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG0598.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
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+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01162.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
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+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL1146.json",
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+            "train",
+            "attraction"
+        ],
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+                "Service Type": "train",
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+                    "find_train",
+                    "book_train"
+                ],
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+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SSNG0018.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "MUL2293.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL1586.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG0039.json",
+        "Services Involved": [
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "taxi-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SSNG0142.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01795.json",
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+            "train"
+        ],
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+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any string"
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+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
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+    {
+        "Dialogue ID": "PMUL4433.json",
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+            "train",
+            "attraction"
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+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
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+                        "NONE",
+                        "any string"
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+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
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+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG1116.json",
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+            "attraction"
+        ],
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+                "Service Type": "attraction",
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+                    "find_attraction",
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+                ],
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+                        "west",
+                        "east",
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+                        "dontcare"
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+                        "college",
+                        "multiple sports",
+                        "college",
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+                        "park",
+                        "swimmingpool",
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+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
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+    {
+        "Dialogue ID": "SNG1165.json",
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+            "hotel"
+        ],
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+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
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+                        "NONE",
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+                        "no"
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+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
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+                        "NONE",
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+                        "moderate",
+                        "cheap"
+                    ],
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+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
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+                        "NONE",
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+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
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+                        "NONE",
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+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3460.json",
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+            "train",
+            "restaurant"
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+                "Service Type": "restaurant",
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+                    ],
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+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
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+                        "NONE",
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+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "NONE",
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+                        "moderate",
+                        "cheap"
+                    ],
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+                        "NONE",
+                        "any string"
+                    ]
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+                        "NONE",
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+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
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+                        "NONE",
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+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
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+        "Dialogue ID": "PMUL2583.json",
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+            "attraction",
+            "taxi",
+            "hotel"
+        ],
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
+                ],
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+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
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+                        "NONE",
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+                        "moderate",
+                        "cheap"
+                    ],
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+                        "NONE",
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+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
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+                        "NONE",
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+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
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+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
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+                "Service Type": "attraction",
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
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+                    "NONE",
+                    "find_taxi"
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+                    "taxi-arriveby": [
+                        "NONE",
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+                        "NONE",
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+                    "taxi-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
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+    {
+        "Dialogue ID": "MUL1914.json",
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+            "train",
+            "attraction"
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+                "Service Type": "train",
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+                    "book_train"
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any string"
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+                        "NONE",
+                        "any time"
+                    ],
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+                        "NONE",
+                        "any string"
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+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
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+                    "find_attraction",
+                    "NONE"
+                ],
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
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+                        "park",
+                        "swimmingpool",
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+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
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+        "Dialogue ID": "PMUL2097.json",
+        "Services Involved": [
+            "attraction",
+            "hotel",
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
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+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
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+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
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+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
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+                        "NONE",
+                        "any int"
+                    ],
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+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
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+                    "find_attraction",
+                    "NONE"
+                ],
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "attraction-type": [
+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
+                        "entertainment",
+                        "park",
+                        "swimmingpool",
+                        "boat",
+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0949.json",
+        "Services Involved": [
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
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+                    "book_restaurant"
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+                        "NONE",
+                        "any string"
+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any int"
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+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
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+        "Dialogue ID": "PMUL3847.json",
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+            "attraction"
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+                "Service Type": "attraction",
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+                    "find_attraction",
+                    "NONE"
+                ],
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "nightclub",
+                        "museum",
+                        "college",
+                        "multiple sports",
+                        "college",
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+                        "park",
+                        "swimmingpool",
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+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
+                    "attraction-name": [
+                        "NONE",
+                        "any string"
+                    ]
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+            },
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+                "Service Type": "train",
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+                    "book_train"
+                ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "NONE",
+                        "any string"
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+                        "any time"
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+                        "NONE",
+                        "any int"
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+                        "NONE",
+                        "any time"
+                    ]
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+        ]
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+            "attraction",
+            "hotel"
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+                "Service Type": "attraction",
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+                    "find_attraction",
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
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+                        "nightclub",
+                        "museum",
+                        "college",
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+                        "park",
+                        "swimmingpool",
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+                        "theatre",
+                        "architecture",
+                        "cinema",
+                        "concerthall",
+                        "dontcare"
+                    ],
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+                        "NONE",
+                        "any string"
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+            {
+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
+                ],
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+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
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+                        "moderate",
+                        "cheap"
+                    ],
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+                        "any int"
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+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
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+                        "any string"
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "any int"
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
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+        "Dialogue ID": "WOZ20385.json",
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+            "restaurant"
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+                    "book_restaurant"
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+                        "any string"
+                    ],
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
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+                        "any int"
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+                        "NONE",
+                        "any time"
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+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
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+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
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+        "Dialogue ID": "PMUL0172.json",
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+            "hotel"
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+                "Service Type": "hotel",
+                "Actions": [
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+                    "find_hotel",
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+                        "yes",
+                        "no"
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+                        "yes",
+                        "no"
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+                        "moderate",
+                        "cheap"
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+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
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+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
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+                        "any int"
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+                        "any int"
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+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
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+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3867.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant",
+                    "book_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "restaurant-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "restaurant-booktime": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "restaurant-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ],
+                    "restaurant-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "restaurant-name": [
+                        "NONE",
+                        "any string"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "taxi-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01373.json",
+        "Services Involved": [
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "taxi-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "taxi-leaveat": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3555.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "train-departure": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-leaveat": [
+                        "NONE",
+                        "any time"
+                    ],
+                    "train-destination": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "train-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "train-arriveby": [
+                        "NONE",
+                        "any time"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-parking": [
+                        "NONE",
+                        "yes",
+                        "no"
+                    ],
+                    "hotel-pricerange": [
+                        "NONE",
+                        "expensive",
+                        "moderate",
+                        "cheap"
+                    ],
+                    "hotel-stars": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-type": [
+                        "NONE",
+                        "hotel",
+                        "guesthouse",
+                        "dontcare"
+                    ],
+                    "hotel-name": [
+                        "NONE",
+                        "any string"
+                    ],
+                    "hotel-bookday": [
+                        "NONE",
+                        "monday",
+                        "tuesday",
+                        "wednesday",
+                        "thursday",
+                        "friday",
+                        "saturday",
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-bookstay": [
+                        "NONE",
+                        "any int"
+                    ],
+                    "hotel-area": [
+                        "NONE",
+                        "centre",
+                        "south",
+                        "west",
+                        "east",
+                        "north",
+                        "dontcare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01958.json",
+        "Services Involved": [
+            "police"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "police",
+                "Actions": [
+                    "find_police"
+                ],
+                "Preferences": {}
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/data/own_data/domain_knowledge/updated_dialogue_domain_knowledge.json b/data/own_data/domain_knowledge/updated_dialogue_domain_knowledge.json
new file mode 100644
index 0000000..23dd05d
--- /dev/null
+++ b/data/own_data/domain_knowledge/updated_dialogue_domain_knowledge.json
@@ -0,0 +1,4526 @@
+[
+    {
+        "Dialogue ID": "PMUL4398.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-area": [
+                        "centre"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ],
+                    "restaurant-name": [
+                        "bedouin"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-pricerange": [
+                        "expensive"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-name": [
+                        "university arms hotel"
+                    ],
+                    "hotel-bookday": [
+                        "saturday"
+                    ],
+                    "hotel-bookpeople": [
+                        "2"
+                    ],
+                    "hotel-bookstay": [
+                        "2"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL4398.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-area": [
+                        "centre"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ],
+                    "restaurant-name": [
+                        "bedouin"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-pricerange": [
+                        "expensive"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-name": [
+                        "university arms hotel"
+                    ],
+                    "hotel-bookday": [
+                        "saturday"
+                    ],
+                    "hotel-bookpeople": [
+                        "2"
+                    ],
+                    "hotel-bookstay": [
+                        "2"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG1013.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "centre",
+                        "south"
+                    ],
+                    "hotel-internet": [
+                        "yes"
+                    ],
+                    "hotel-parking": [
+                        "yes"
+                    ],
+                    "hotel-bookday": [
+                        "tuesday"
+                    ],
+                    "hotel-bookpeople": [
+                        "4"
+                    ],
+                    "hotel-bookstay": [
+                        "3",
+                        "4"
+                    ],
+                    "hotel-name": [
+                        "aylesbray lodge guest house"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "find_restaurant"
+                ],
+                "Preferences": {}
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG1013.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "centre",
+                        "south"
+                    ],
+                    "hotel-internet": [
+                        "yes"
+                    ],
+                    "hotel-parking": [
+                        "yes"
+                    ],
+                    "hotel-bookday": [
+                        "tuesday"
+                    ],
+                    "hotel-bookpeople": [
+                        "4"
+                    ],
+                    "hotel-bookstay": [
+                        "3",
+                        "4"
+                    ],
+                    "hotel-name": [
+                        "aylesbray lodge guest house"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "find_restaurant"
+                ],
+                "Preferences": {}
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0121.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-name": [
+                        "cityroomz"
+                    ],
+                    "hotel-bookday": [
+                        "tuesday"
+                    ],
+                    "hotel-bookpeople": [
+                        "7"
+                    ],
+                    "hotel-bookstay": [
+                        "3"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-area": [
+                        "west"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0121.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-name": [
+                        "cityroomz"
+                    ],
+                    "hotel-bookday": [
+                        "tuesday"
+                    ],
+                    "hotel-bookpeople": [
+                        "7"
+                    ],
+                    "hotel-bookstay": [
+                        "3"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-area": [
+                        "west"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3484.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-name": [
+                        "aylesbray lodge guest house",
+                        "alyesbray lodge guest house"
+                    ],
+                    "hotel-bookday": [
+                        "sunday"
+                    ],
+                    "hotel-bookstay": [
+                        "5"
+                    ],
+                    "hotel-bookpeople": [
+                        "8"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-name": [
+                        "don pasquale pizzeria"
+                    ],
+                    "restaurant-bookday": [
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "8"
+                    ],
+                    "restaurant-booktime": [
+                        "19:00"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "19:00"
+                    ],
+                    "taxi-departure": [
+                        "aylesbray lodge guest house",
+                        "alyesbray lodge guest house"
+                    ],
+                    "taxi-destination": [
+                        "don pasquale pizzeria"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3484.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-name": [
+                        "aylesbray lodge guest house",
+                        "alyesbray lodge guest house"
+                    ],
+                    "hotel-bookday": [
+                        "sunday"
+                    ],
+                    "hotel-bookstay": [
+                        "5"
+                    ],
+                    "hotel-bookpeople": [
+                        "8"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-name": [
+                        "don pasquale pizzeria"
+                    ],
+                    "restaurant-bookday": [
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "8"
+                    ],
+                    "restaurant-booktime": [
+                        "19:00"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "19:00"
+                    ],
+                    "taxi-departure": [
+                        "aylesbray lodge guest house",
+                        "alyesbray lodge guest house"
+                    ],
+                    "taxi-destination": [
+                        "don pasquale pizzeria"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3484.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-name": [
+                        "aylesbray lodge guest house",
+                        "alyesbray lodge guest house"
+                    ],
+                    "hotel-bookday": [
+                        "sunday"
+                    ],
+                    "hotel-bookstay": [
+                        "5"
+                    ],
+                    "hotel-bookpeople": [
+                        "8"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-name": [
+                        "don pasquale pizzeria"
+                    ],
+                    "restaurant-bookday": [
+                        "sunday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "8"
+                    ],
+                    "restaurant-booktime": [
+                        "19:00"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "19:00"
+                    ],
+                    "taxi-departure": [
+                        "aylesbray lodge guest house",
+                        "alyesbray lodge guest house"
+                    ],
+                    "taxi-destination": [
+                        "don pasquale pizzeria"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG0389.json",
+        "Services Involved": [
+            "train"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "tuesday"
+                    ],
+                    "train-departure": [
+                        "kings lynn"
+                    ],
+                    "train-leaveat": [
+                        "9:30",
+                        "09:30"
+                    ],
+                    "train-destination": [
+                        "cambridge"
+                    ],
+                    "train-bookpeople": [
+                        "2"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01520.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "chinese"
+                    ],
+                    "restaurant-pricerange": [
+                        "cheap"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "1"
+                    ],
+                    "restaurant-booktime": [
+                        "20:00"
+                    ],
+                    "restaurant-name": [
+                        "the lucky star"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3951.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-departure": [
+                        "cambridge"
+                    ],
+                    "train-destination": [
+                        "stansted airport"
+                    ],
+                    "train-day": [
+                        "saturday"
+                    ],
+                    "train-leaveat": [
+                        "20:00"
+                    ],
+                    "train-bookpeople": [
+                        "6"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-name": [
+                        "riverside brasserie"
+                    ],
+                    "restaurant-area": [
+                        "centre"
+                    ],
+                    "restaurant-food": [
+                        "modern european"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-booktime": [
+                        "13:00"
+                    ],
+                    "restaurant-bookpeople": [
+                        "6"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3951.json",
+        "Services Involved": [
+            "train",
+            "restaurant"
+        ],
+        "Service Details": [
+            {
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+                    "find_restaurant"
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+                    "find_restaurant"
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+        "Dialogue ID": "WOZ20645.json",
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+                "Service Type": "restaurant",
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+                        "european"
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+                    "find_taxi"
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+                        "primavera"
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+                    "find_restaurant"
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+                        "british"
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+            "restaurant"
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+                    "find_restaurant"
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+                    "find_restaurant"
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+                    "book_train"
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+                    "find_restaurant"
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+                    "book_train"
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+                "Service Type": "restaurant",
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+                    "find_restaurant"
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+                        "indian",
+                        "italian"
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+                        "italian"
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+                        "college"
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+                        "christ's college"
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
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+                        "11:45"
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+                    "find_hotel",
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+                        "italian"
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+                    "find_restaurant"
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+                    ],
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+                        "a and b guest house"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL1586.json",
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+            "train",
+            "hotel"
+        ],
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+                "Service Type": "train",
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+                    "book_train"
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+                    ]
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+            }
+        ]
+    },
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+            "taxi"
+        ],
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+                "Service Type": "taxi",
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+                    "find_taxi"
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+                        "corpus christi"
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+                        "gourmet burger kitchen"
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+        ]
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+            "restaurant"
+        ],
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+                    "find_restaurant"
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+        ]
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+                        "10:43"
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+                    ],
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+                        "09:54"
+                    ]
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+                        "jesus green outdoor pool"
+                    ]
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+    },
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+                        "jesus green outdoor pool"
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+            "attraction"
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
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+            "restaurant"
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+                "Service Type": "restaurant",
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+                    "find_restaurant"
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+                        "17:58",
+                        "16:58",
+                        "17.58"
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+                    "find_restaurant"
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+                    "find_train",
+                    "book_train"
+                ],
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+                        "16:58",
+                        "17.58"
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+                    ]
+                }
+            }
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+            "taxi",
+            "hotel"
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
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+                        "monday"
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+                    "hotel-bookstay": [
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+                        "gonville hotel"
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+                    "NONE"
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+            },
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+                "Service Type": "taxi",
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+                    "find_taxi"
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+                    ],
+                    "taxi-destination": [
+                        "castle galleries"
+                    ]
+                }
+            }
+        ]
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+        "Dialogue ID": "PMUL2583.json",
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+            "attraction",
+            "taxi",
+            "hotel"
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
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+                        "sunday",
+                        "monday"
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+                        "1"
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+                "Service Type": "attraction",
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+                    "NONE"
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+                "Service Type": "taxi",
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+                    "find_taxi"
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+                    "taxi-destination": [
+                        "castle galleries"
+                    ]
+                }
+            }
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+                "Service Type": "hotel",
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+                    "find_hotel",
+                    "NONE"
+                ],
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+                        "hotel"
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+                        "monday"
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+                    "find_attraction",
+                    "NONE"
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+                    "attraction-type": [
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+            },
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+                "Service Type": "taxi",
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+                    "find_taxi"
+                ],
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+                        "11:15"
+                    ],
+                    "taxi-destination": [
+                        "castle galleries"
+                    ]
+                }
+            }
+        ]
+    },
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+        "Dialogue ID": "MUL1914.json",
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+            "attraction"
+        ],
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+                "Service Type": "train",
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+                    "find_train",
+                    "book_train"
+                ],
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+                        "ely"
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+                    "train-destination": [
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+                        "09:30"
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+                    ]
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+            },
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+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                        "ruskin gallery"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "MUL1914.json",
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+                "Service Type": "train",
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+                    "find_train",
+                    "book_train"
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+                        "09:30"
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+                    ]
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+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                        "ruskin gallery"
+                    ]
+                }
+            }
+        ]
+    },
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+        "Dialogue ID": "PMUL2097.json",
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+            "attraction",
+            "hotel",
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
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+                    "restaurant-pricerange": [
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+                    "restaurant-food": [
+                        "thai"
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+                    ],
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+                        "city"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "NONE",
+                    "find_hotel"
+                ],
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+                    "hotel-type": [
+                        "hotel"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-name": [
+                        "ballare"
+                    ]
+                }
+            }
+        ]
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+            "attraction",
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+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
+                "Actions": [
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+                    "find_restaurant"
+                ],
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+                        "thai"
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+                        "city"
+                    ]
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+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "NONE",
+                    "find_hotel"
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+                        "hotel"
+                    ]
+                }
+            },
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-name": [
+                        "ballare"
+                    ]
+                }
+            }
+        ]
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+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
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+                    "book_restaurant",
+                    "find_restaurant"
+                ],
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+                        "city"
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+            },
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+                "Service Type": "hotel",
+                "Actions": [
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+                    "find_hotel"
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+                        "hotel"
+                    ]
+                }
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+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
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+                    "attraction-name": [
+                        "ballare"
+                    ]
+                }
+            }
+        ]
+    },
+    {
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+        "Services Involved": [
+            "restaurant"
+        ],
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+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
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+                    "find_restaurant"
+                ],
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+                    ],
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+                    ]
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+            }
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+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
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+                        "east"
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+                "Service Type": "train",
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+                    "find_train",
+                    "book_train"
+                ],
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+                    "train-day": [
+                        "friday"
+                    ],
+                    "train-departure": [
+                        "birmingham new street"
+                    ],
+                    "train-bookpeople": [
+                        "2"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3847.json",
+        "Services Involved": [
+            "train",
+            "attraction"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-area": [
+                        "east"
+                    ]
+                }
+            },
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-destination": [
+                        "cambridge"
+                    ],
+                    "train-arriveby": [
+                        "13:15"
+                    ],
+                    "train-day": [
+                        "friday"
+                    ],
+                    "train-departure": [
+                        "birmingham new street"
+                    ],
+                    "train-bookpeople": [
+                        "2"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL2710.json",
+        "Services Involved": [
+            "attraction",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-type": [
+                        "museum"
+                    ],
+                    "attraction-area": [
+                        "centre"
+                    ],
+                    "attraction-name": [
+                        "castle galleries"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "north"
+                    ],
+                    "hotel-type": [
+                        "guesthouse"
+                    ],
+                    "hotel-bookday": [
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "4"
+                    ],
+                    "hotel-bookstay": [
+                        "5"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL2710.json",
+        "Services Involved": [
+            "attraction",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "attraction",
+                "Actions": [
+                    "find_attraction",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "attraction-type": [
+                        "museum"
+                    ],
+                    "attraction-area": [
+                        "centre"
+                    ],
+                    "attraction-name": [
+                        "castle galleries"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "north"
+                    ],
+                    "hotel-type": [
+                        "guesthouse"
+                    ],
+                    "hotel-bookday": [
+                        "sunday"
+                    ],
+                    "hotel-bookpeople": [
+                        "4"
+                    ],
+                    "hotel-bookstay": [
+                        "5"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "WOZ20385.json",
+        "Services Involved": [
+            "restaurant"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-area": [
+                        "south"
+                    ],
+                    "restaurant-food": [
+                        "dontcare"
+                    ],
+                    "restaurant-name": [
+                        "chiquito restaurant bar"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0172.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "yes"
+                    ],
+                    "hotel-area": [
+                        "centre",
+                        "north"
+                    ],
+                    "hotel-parking": [
+                        "yes"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-bookday": [
+                        "saturday"
+                    ],
+                    "hotel-bookpeople": [
+                        "6"
+                    ],
+                    "hotel-bookstay": [
+                        "3"
+                    ],
+                    "hotel-name": [
+                        "alexander bed and breakfast"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "indian"
+                    ],
+                    "restaurant-pricerange": [
+                        "cheap"
+                    ],
+                    "restaurant-area": [
+                        "dontcare"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "6"
+                    ],
+                    "restaurant-booktime": [
+                        "11:30"
+                    ],
+                    "restaurant-name": [
+                        "royal spice"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL0172.json",
+        "Services Involved": [
+            "restaurant",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel",
+                    "NONE"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "yes"
+                    ],
+                    "hotel-area": [
+                        "centre",
+                        "north"
+                    ],
+                    "hotel-parking": [
+                        "yes"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-bookday": [
+                        "saturday"
+                    ],
+                    "hotel-bookpeople": [
+                        "6"
+                    ],
+                    "hotel-bookstay": [
+                        "3"
+                    ],
+                    "hotel-name": [
+                        "alexander bed and breakfast"
+                    ]
+                }
+            },
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "indian"
+                    ],
+                    "restaurant-pricerange": [
+                        "cheap"
+                    ],
+                    "restaurant-area": [
+                        "dontcare"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "6"
+                    ],
+                    "restaurant-booktime": [
+                        "11:30"
+                    ],
+                    "restaurant-name": [
+                        "royal spice"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3867.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "british"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ],
+                    "restaurant-area": [
+                        "centre"
+                    ],
+                    "restaurant-name": [
+                        "midsummer house restaurant"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "3"
+                    ],
+                    "restaurant-booktime": [
+                        "16:30"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "NONE",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "centre"
+                    ],
+                    "hotel-pricerange": [
+                        "expensive"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-name": [
+                        "university arms hotel"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "16:30"
+                    ],
+                    "taxi-departure": [
+                        "university arms hotel"
+                    ],
+                    "taxi-destination": [
+                        "midsummer house restaurant"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3867.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "british"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ],
+                    "restaurant-area": [
+                        "centre"
+                    ],
+                    "restaurant-name": [
+                        "midsummer house restaurant"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "3"
+                    ],
+                    "restaurant-booktime": [
+                        "16:30"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "NONE",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "centre"
+                    ],
+                    "hotel-pricerange": [
+                        "expensive"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-name": [
+                        "university arms hotel"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "16:30"
+                    ],
+                    "taxi-departure": [
+                        "university arms hotel"
+                    ],
+                    "taxi-destination": [
+                        "midsummer house restaurant"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3867.json",
+        "Services Involved": [
+            "hotel",
+            "restaurant",
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "restaurant",
+                "Actions": [
+                    "NONE",
+                    "book_restaurant",
+                    "find_restaurant"
+                ],
+                "Preferences": {
+                    "restaurant-food": [
+                        "british"
+                    ],
+                    "restaurant-pricerange": [
+                        "expensive"
+                    ],
+                    "restaurant-area": [
+                        "centre"
+                    ],
+                    "restaurant-name": [
+                        "midsummer house restaurant"
+                    ],
+                    "restaurant-bookday": [
+                        "saturday"
+                    ],
+                    "restaurant-bookpeople": [
+                        "3"
+                    ],
+                    "restaurant-booktime": [
+                        "16:30"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "NONE",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-area": [
+                        "centre"
+                    ],
+                    "hotel-pricerange": [
+                        "expensive"
+                    ],
+                    "hotel-type": [
+                        "hotel"
+                    ],
+                    "hotel-name": [
+                        "university arms hotel"
+                    ]
+                }
+            },
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-arriveby": [
+                        "16:30"
+                    ],
+                    "taxi-departure": [
+                        "university arms hotel"
+                    ],
+                    "taxi-destination": [
+                        "midsummer house restaurant"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01373.json",
+        "Services Involved": [
+            "taxi"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "taxi",
+                "Actions": [
+                    "NONE",
+                    "find_taxi"
+                ],
+                "Preferences": {
+                    "taxi-destination": [
+                        "don pasquale pizzeria"
+                    ],
+                    "taxi-arriveby": [
+                        "one o'clock p.m.",
+                        "one o'clock p.m"
+                    ],
+                    "taxi-departure": [
+                        "finches bed and breakfast"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3555.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "monday"
+                    ],
+                    "train-departure": [
+                        "cambridge"
+                    ],
+                    "train-destination": [
+                        "leicester"
+                    ],
+                    "train-leaveat": [
+                        "21:45"
+                    ],
+                    "train-bookpeople": [
+                        "2"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "yes"
+                    ],
+                    "hotel-name": [
+                        "allenbell"
+                    ],
+                    "hotel-bookday": [
+                        "thursday"
+                    ],
+                    "hotel-bookpeople": [
+                        "2"
+                    ],
+                    "hotel-bookstay": [
+                        "4"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "PMUL3555.json",
+        "Services Involved": [
+            "train",
+            "hotel"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "train",
+                "Actions": [
+                    "NONE",
+                    "find_train",
+                    "book_train"
+                ],
+                "Preferences": {
+                    "train-day": [
+                        "monday"
+                    ],
+                    "train-departure": [
+                        "cambridge"
+                    ],
+                    "train-destination": [
+                        "leicester"
+                    ],
+                    "train-leaveat": [
+                        "21:45"
+                    ],
+                    "train-bookpeople": [
+                        "2"
+                    ]
+                }
+            },
+            {
+                "Service Type": "hotel",
+                "Actions": [
+                    "book_hotel",
+                    "find_hotel"
+                ],
+                "Preferences": {
+                    "hotel-internet": [
+                        "yes"
+                    ],
+                    "hotel-name": [
+                        "allenbell"
+                    ],
+                    "hotel-bookday": [
+                        "thursday"
+                    ],
+                    "hotel-bookpeople": [
+                        "2"
+                    ],
+                    "hotel-bookstay": [
+                        "4"
+                    ]
+                }
+            }
+        ]
+    },
+    {
+        "Dialogue ID": "SNG01958.json",
+        "Services Involved": [
+            "police"
+        ],
+        "Service Details": [
+            {
+                "Service Type": "police",
+                "Actions": [
+                    "find_police"
+                ],
+                "Preferences": {}
+            }
+        ]
+    }
+]
\ No newline at end of file
-- 
GitLab